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Coursera
Position:
Associate Professor at the Department of Information Technology, since Sept. 2013
Academic Degree:
PhD in Engineering (Computer Systems and Components), since July 2009
Academic Rank:
Associate Professor (Computer and Software Engineering), since Nov. 2012
Mykola Kozlenko, PhD in Engineering (Computer Systems and Components), has over 15 years of academic experience. He specializes in Machine Learning-based Digital Signal Processing approaches to optimize the efficiency of the Physical Layer in Digital Data Communications, Software Defined Radio, Software Defined Networks, quantum ML algorithms, and AI-driven models for autonomous mobile robotics. He is an expert in teaching AI, Data Science, and Machine/Deep Learning, demonstrating exceptional proficiency and commitment. With over five years of industrial experience as a Data Scientist, he has contributed to the R&D of AI, DS, and ML/DL tools and services, including MLOps and cloud deployment. He has authored numerous peer-reviewed research papers and actively engages in public and professional service contributing to academic conferences. He currently holds the position of Associate Professor at the Department of Information Technology at Vasyl Stefanyk Precarpathian National University. He is also an active member of IEEE and ACM, a certified Python programmer, and a Cisco-accredited instructor. M. Kozlenko contributes significant value to projects by providing advanced research, scientific excellence, and expertise in the design and implementation of AI-based solutions that adhere to industry standards and best practices.
Research Topics
Artificial Intelligence (I.2, 68Txx, cs.AI)
Data Science (68P01, 68T09, 62R07, 94A16)
Machine / Deep Learning (I.2, I.4, I.5, 68T45, 68T50, cs.LG)
Digital Communications (C.2, 94Axx, eess.SP)
Digital Signal Processing (I.5.4, 94Axx, eess.SP)
Robotics (I.2.9, 68T40, cs.RO)
Research Projects in Academia
Generation and Detection of Chaotic Signals with Deep Learning, Jan 2023 – Present
Software Defined Signal Demodulation with Deep Neural Network for Weak Signal Communications, Jan 2020 – Dec 2020
Design of Indoor Robot Prototype Guided by RFID Based Positioning and Navigation System, Jan 2019 – Dec 2019
Autonomous Mobile Robot for Roborace, Jan 2017 – Dec 2018
Electronic Speed Controller for Brushed DC Machine, Jan 2016 – Dec 2016
Inertial Measurement Unit for Autonomous Mobile Robot, Jan 2015 – Dec 2015
Distributed Computer System for Natural Gas Concentration Measurement. Data Exchange and Processing, Jan 2011 – Dec 2012
Data Exchange with Variable Entropy Spread Spectrum Signals, Sep 2007 – Dec 2010
Software Development for Digital Signal Processing (2-D Space to Frequency Domain FFT with Hexagonal Sampling, C/C++), Aug 1993 – Oct 1993
R&D and Innovation Projects in Industry
Machine Learning Applied to Well Logging Data, Jul 2021 – Nov 2024
Artificial Data Synthesis for Cybersecurity Related Project, Aug 2019 – Jan 2020
Machine Learning-Powered Parking Signs Recognition, Dec 2018 – May 2019
Named Entity Recognition for Danish Documents, Apr 2018 – Oct 2018
E-commerce Price Prediction System, Dec 2017 – Mar 2018
IoT Smart House, Jan 2018 – Mar 2018
AI-based Document Recognition Software, Jun 2017 – Dec 2017
Controller for Household Appliance, Feb 2016 – Jun 2016
Automated Document Classification Solution, Jan 2015 – Apr 2015
Multichannel DTMF CallerID Signals Decoder for Taxi Services. AVR MCU based project. HW design and SW development, Jan 2013 – Feb 2013
Fintech Software Development Project for Healthcare Facility, Dec 1998 – Mar 2002
Car Security System. Software Development for 8051 MCU, Sep 1996 – Jun 1998
Car Security System. Hardware and Software Development for Microcontroller-based System, Aug 1994 – Sep 1996
Editorial Board Memberships
International Conference on Innovative Solutions in Software Engineering (ICISSE), since 2019
Journal of Vasyl Stefanyk Precarpathian National University, 2019 – 2014
Technical Program Committee Memberships and Conference Reviewing Activity
IEEE International Conference on Energy Smart Systems (ESS), since 2024 (Kyiv, Ukraine)
International Workshop on Navigating Success through Intellectualization of Educational Trajectories (IntelEdu), 2024 (Lviv, Ukraine)
30th International Conference on Neural Information Processing (ICONIP2023), 2023 (Changsha, China) (Subreviwer)
International Conference on Innovative Solutions in Software Engineering (ICISSE), since 2019 (Ivano-Frankivsk, Ukraine)
International Conference on Networking, Information Systems & Security (NISS), 2025 (Tangier, Morocco), 2024 (Virtual), 2023 (Larache, Morocco), 2021 (Kenitra, Morocco)
International Conference on Digital Age & Technological Advances for Sustainable Development (IC-DATA-SD), 2023 (Casablanca, Morocco), 2022 (Al-Hoceima, Morocco), 2021 (Marrakech, Morocco)
International Conference on Smart City Applications (SCA), 2022 (Castelo Branco, Portugal), 2021, 2020 (Safranbolu, Turkey)
International Scientific and Practical Conference on Applied Systems and Technologies in the Information Society (AISTIS), 2023-2019 (Kyiv, Ukraine)
Panels
3rd panel on IT Education at Business Tour in IT (a part of the Development of the business sector of Ukraine USAID project), Ivano-Frankivsk, Ukraine, Nov. 15, 2022
Talks
Modeling of self-driving cars, AI Talks, SoftServe, June 24, 2021
bvblogic & MindCraft | The Future of Data Science & AI, Ivano-Frankivsk, Ukraine, Jan. 16, 2018
Embedded development as a part of big IT, IT Rally 2016 Manticore, Ivano-Frankivsk, Ukraine, May 14, 2016
Patents
1. M. Kuz, L. Zamikhovskyi, O. Zamikhovska, M. Kozlenko, “Building Natural Gas Metering System,” UA Patent 119869, Aug. 27, 2019
2. M. Kuz, L. Zamikhovskyi, O. Zamikhovska, M. Kozlenko, “Residential gas meter,” UA Patent 114058, Apr. 10, 2017.
3. S. Melnychuk, M. Kozlenko, “Method for reception and transmission of information based on wide-band signals that are formed with
help of processes with variable probabilistic characteristics,” UA Patent 92915, Dec. 27, 2010.
4. S. Melnychuk, M. Kozlenko, “Method for information transmission and reception,” UA Patent 81017, Nov. 26, 2007.
1. Tymoshchuk Vladyslav, student of group PI-4, direction of training “Software Engineering”, 1st place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2019
2. Khortiuk Serhii, student of group IPZ-2, speciality “Software Engineering” 1st place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2018
3. Saviak Nazar, student of group PI-3, direction of training “Software Engineering”, 1st place in the 2nd stage of the 15th All-Ukrainian Student Olympiad in “Programming of microprogram machines and microcontroller systems”, Khmelnytsky, 2018
4. Kur Maksym, student of PI-3 group, direction of training “Software Engineering”, 1st place in the II stage of the 15th All-Ukrainian Student Olympiad on “Programming of firmware automata and microcontroller systems”, Khmelnytsky, 2018
5. Faradzhev Tymur, student of group PI-2, direction of training “Software Engineering”, 1st place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2017
6. Kur Maksym, student of group PI-2, direction of training “Software Engineering”, 3rd place in the 2nd stage of the All-Ukrainian Student Olympiad in Robotics, Odesa, 2017
Vasyl Stefanyk Precarpathian National University
Associate Professor
Jan 2024 – Present
Head of the Department of Information Technology
Jun 2018 – Dec 2023 5 yrs 7 mos
Associate Professor
Sep 2013 – May 2018 · 4 yrs 9 mos
Adjunct Professor Part-time
Sep 2012 – Jun 2013 · 10 mos
Ivano-Frankivsk, Ukraine · On-site, Hybrid
Faculty of Mathematics and Computer Science
Responsible for Python Programming, AI, Data Science, and Machine/Deep Learning Courses
Visiting Professor
University of Lodz · Contract
Apr 2018 – Sept 2023 5 yrs 6 mos
Lodz, Poland · Hybrid
Responsible for Group Project Course
Python Instructor
Soft Group Ukraine · Contract
Dec 2016 – Jun 2017 · 7 mos
Ivano-Frankivsk, Ukraine · On-site
Python Instructor at Soft Group Academy
Private Higher Educational Establishment “Galytska Academy”
Adjunct Professor ·Part-time
Sep 2013 – Jun 2015 · 1 yr 10 mos
Associate Professor – Full-time
Sep 2007 – Aug 2013 · 6 yrs
Ivano-Frankivsk, Ukraine · On-site
Department of Computer and Software engineering,
Head of the Radio-Electronic Devices Section of the Department,
Deputy Dean of the Electronics and Computer Technology Faculty
Responsible for Software Development for Embedded Systems and Python Programming Courses
Adjunct Professor
Ivano-Frankivsk National Technical University of Oil and Gas · Part-time
Sep 2013 – Jun 2014 · 10 mos
Ivano-Frankivsk, Ukraine · On-site
Responsible for giving lectures on Feedback Control Theory, System Identification
Department of Computer Technology in Control Systems and Automation
Institute of Information Technology
College Lecturer
College of Electronic Devices · Contract
Feb 2011 – Jun 2012 · 1 yr 5 mos
Ivano-Frankivsk, Ukraine · On-site
Responsible for Software Development for Embedded Systems Course
Co-founder, Chief Executive Officer
General Partnership “Center of Computer Education “Victoria”
Jun 1998 – Dec 1998 · 7 mos
Ivano-Frankivsk, Ukraine · On-site
Educational Management
Student Intern
Physikalisch-Technische Bundesanstalt, PTB · Full-time
Aug 1993 – Oct 1993 · 3 mos
Berlin, Germany · On-site
Software Development for Digital Signal Processing (2-D Space to Frequency FFT with Hexagonal Sampling, C/C++)
Data Scientist
SoftServe
Jan 2021 – Present
Data Science, Machine Learning Engineering
Data Scientist
MindCraft.AI
Nov 2017 – Jan 2021 · 3 yrs 3 mos
Lviv, Ukraine
Data Science, Machine Learning Engineering
Embedded C Software Development Engineer
EKTOS · Full-time
Feb 2016 – Jun 2016 · 5 mos
Ivano-Frankivsk, Ukraine · On-site
Hardware and Software Design and Development
Computer Systems Engineer
Incom · Full-time
Apr 2002 – Aug 2007 · 5 yrs 5 mos
Ukraine · On-site
Electronics Engineer
Public Joint Stock Company Agroinformservice · Part-time
Sep 1999 – Mar 2002 · 2 yrs 7 mos
Ivano-Frankivsk, Ukraine · On-site
Fintech Software Developer, Chief Accounting Officer
Orto-Luks · Full-time
Dec 1998 – Mar 2002 · 3 yrs 4 mos
Ivano-Frankivsk, Ukraine · On-site
Fintech Software Developer (Accounting Solutions)
Chief Executive Officer
Evolventa · Full-time
Sep 1996 – Jun 1998 · 1 yr 10 mos
Ivano-Frankivsk, Ukraine · On-site
Car Security Systems, Software Development
Electronics Engineer
MegaOm · Full-time
Aug 1994 – Sep 1996 · 2 yrs 2 mos
Ivano-Frankivsk, Ukraine · On-site
Hardware and Software Development for Car Security Systems
Awards
Herasym Tersenov Regional Annual Award for Innovation
Ivano-Frankivsk Regional State Administration, Sep 2017
Competition Victories
2nd place in XII International Robot Contest Sumo Challenge in Roborace category, 2019, 2018 (3rd place), Award for the best Safe and Fast car in TomTom Self-Driving Cars category, 2019
Lodz University of Technology, Lodz, Poland
Champion of National Autonomous Robotics Challenge Lviv Polytechnic Cup, 2018, 2017, 2016, 2015 (3rd place), 2013, 2012
Lviv Polytechnic National University, Lviv, Ukraine
Champion of International Autonomous Robotics Challenge Roborace, 2013, 2012 (2nd place), 2011
NGO Robotics Association, Ukraine
Honors
Honor Certificate of Vasyl Stefanic Precarpathian University, 2022, 2014
Honorary Diploma of Ivano-Frankivsk Regional Council, May 2017
Commendations
Certificate of Commendation from Odesa National Academy of Food Technologies, 2019, 2018
PCEP – Certified Entry-Level Python Programmer
OpenEDG Python Institute
Issued Feb 2022
Credential ID k0xb.scqx.D5zQ
EF SET English Certificate 64/100 (C1 Advanced)
EF Standard English Test (EF SET)
Issued Jan 2019
IEEE, Institute of Electrical and Electronics Engineers
New York, NY, USMember, Sep 2020 – Present
Member number: 97096490
ACM, Association for Computing Machinery
New York, NY, US
Member, May 2021 – Present
Member Number: 0291040
NGO Robotics Association
Ukraine
Member, May 2011 – Nov 2016
2009. Lviv Polytechnic National University
Doctor of Philosophy, Computer Systems
1989 – 1994. Ivano-Frankivsk National Technical University of Oil and Gas
Engineer’s Degree, Automation and Control in Technical Systems
Scientific internships:
2019. Karabük University, Mühendislik Fakültesi, Karabük, Republic of Turkey
Development of software for autonomous navigation of mobile robots.
2016. Ivano-Frankivsk National Technical University of Oil and Gas
Software architecture and design.
1993. Physikalisch-Technische Bundesanstalt, Berlin, Germany
Software development for digital signal processing.
Professional internships:
1. SoftServe Inc., Tech Summer Bootcamp for Teachers, 01.09.2023 (10 hours).
2. IT-company SoftServe Inc., Improving teaching in higher education: institutional and individual dimensions, 22.12.2022 р. (2 hours).
3. SoftServe Inc., Tech Summer for Teachers Bootcamp, 04.08.2022 (10 hours).
4. Udemy, AWS Certified Machine Learning Specialty (MLS-C01), 23.12.2021 (17.5 hours).
5. Cisco Networking Academy, IPD Week – Understanding Network Forensics, 03.12.2021 (2.5 hours).
6. IT-company SoftServe, Inc., Tech Summer for Teachers, 16.07.2021 (10 hours).
7. EPAM Systems. IT Ukraine Association Teacher’s Internship Program, 2020 (108 hours).
8. SoftServe. Tech Summer for Teachers, 2020 (30 hours).
2020. Coursera. Sequence Models
2020. Coursera. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
2020. Coursera. Notifications The Arduino Platform and C Programming
2020. Coursera. Neural Networks and Deep Learning
2016. edX. Introduction to Real-Time Systems
2015. edX. Autonomous Navigation for Flying Robots
2015. Stanford University. Statistics in Medicine
2015. Coursera. The Data Scientist’s Toolbox
2015. edX. Introduction to Computer Science and Programming Using Python
2015. Open2Study. Mobile Robotics
2014. Stanford University. SQL
2014. Coursera. Web Application Architectures
2014. Coursera. R Programming
2014. Coursera. Machine Learning
2014. Coursera. Computational Neuroscience
2014. Coursera. Control of Mobile Robots
2014. Coursera. Computer Networks
2014. Coursera. Computing for Data Analysis
2014. Coursera. Comprendre les Microcontrôleurs
Mountain biking, Randonneuring
Department of Information Technology, room 319, administration building
Vasyl Stefanyk Precarpathian National University
57, Shevchenka str.,
Ivano-Frankivsk, 76018
Ukraine
tel.: +380 (342) 59-60-58
e-mail: mykola.kozlenko@pnu.edu.ua